// RUN โ€” FITS

Can the GMKtec EVO-X3 run Stable Diffusion XL (SDXL)?

Yes โ€” here's how fast and up to what context, with real measured numbers.

Stable Diffusion XL (SDXL) on the GMKtec EVO-X3

QuantFits?Max contextSpeedBeyond context
FP16 yes 1631k 24.5-29.7 t/s ~1-1.2 (slow)
Q8 yes 1683k 48.9-59.5 t/s ~1.9-2.3 (slow)
Q4 yes 1706k 87.4-106.2 t/s ~3.4-4.1 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.

FAQ

Can the GMKtec EVO-X3 run Stable Diffusion XL (SDXL)?โ–ถ

Yes. At Q4 it generates ~87.4-106.2 tok/s and fits up to 1706k context; beyond that it spills to SSD swap and slows to ~3.4-4.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1706k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.